ANÁLISE DADOS ESPM

Introdução

Estes dados são provenientes, em sua grande maioria, dos sistemas administrativos da ESPM e, respeitando os artigos da LGPD, foram tratados a priori para omitir informações sobre os estudantes e sobre outros players envolvidos nos resultados.

Faz-se necessário observar que o uso contínuo desses dados requer uma organização mais assertiva no contexto de quem vai fornecer a informação e qual será a periodicidade do envio da mesma.

Esta análise foram possíveis diante da disponibilidade de recursos de secretaria da Unidade Rio e após grande empenho da professora Sheila Maia. Ou seja, saímos de um passo representado pela figura

Antes

E, em um futuro próximo, para alcançar maior assertividade, espera-se organizar o fluxo dos dados como representado na figura abaixo

Depois

Variação de Estudantes por curso

A seguir apresentam-se resultados relacionados ao número de estudantes matriculados por período em cada um dos cursos/unidades da ESPM. Faz-se necessário observar que pode ocorrer uma pequena variação entre os dados coletados pelas coordenações, secretaria e marketing. Os resultados de cada setor podem variar segundo o nível de acesso de quem coletou os dados, da data onde foi coletada e do status do estudante no momento da coleta.

Situação

Administração

SP

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	62	56	148	70	124	78	138	66	165	0	0	0	0	0	0
2018_2	62	56	148	70	124	78	138	66	165	89	0	0	0	0	0
2019_1	34	39	66	69	124	77	136	64	160	86	159	0	0	0	0
2019_2	21	27	43	44	123	73	129	62	156	86	150	64	0	0	0
2020_1	15	24	22	32	82	68	125	61	153	85	150	63	183	0	0
2020_2	11	19	17	21	42	52	122	60	149	84	148	61	180	65	0
2021_1	4	13	11	15	24	27	74	57	143	82	144	58	180	59	163
2021_2	2	4	9	13	13	13	39	35	140	80	145	56	173	61	162

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-45	-30	-55	-1	0	-1	-1	-3	-3	-3	0	0	0	0	0
2019_2	-38	-31	-35	-36	-1	-5	-5	-3	-3	0	-6	0	0	0	0
2020_1	-29	-11	-49	-27	-33	-7	-3	-2	-2	-1	0	-2	0	0	0
2020_2	-27	-21	-23	-34	-49	-24	-2	-2	-3	-1	-1	-3	-2	0	0
2021_1	-64	-32	-35	-29	-43	-48	-39	-5	-4	-2	-3	-5	0	-9	0
2021_2	-50	-69	-18	-13	-46	-52	-47	-39	-2	-2	1	-3	-4	3	-1

RJ

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	13	9	29	22	24	21	24	22	29	0	0	0	0	0	0
2018_2	13	9	29	22	24	21	24	22	29	13	0	0	0	0	0
2019_1	6	7	19	22	22	19	24	22	28	13	23	0	0	0	0
2019_2	3	5	12	15	21	18	24	21	29	13	21	21	0	0	0
2020_1	3	4	8	14	13	16	24	22	27	12	21	20	37	0	0
2020_2	1	4	6	8	10	11	24	22	26	12	21	21	37	18	0
2021_1	1	1	2	7	8	5	12	22	22	12	20	21	35	16	22
2021_2	1	1	2	7	8	5	12	22	22	12	20	21	35	16	22

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-54	-22	-34	0	-8	-10	0	0	-3	0	0	0	0	0	0
2019_2	-50	-29	-37	-32	-5	-5	0	-5	4	0	-9	0	0	0	0
2020_1	0	-20	-33	-7	-38	-11	0	5	-7	-8	0	-5	0	0	0
2020_2	-67	0	-25	-43	-23	-31	0	0	-4	0	0	5	0	0	0
2021_1	0	-75	-67	-12	-20	-55	-50	0	-15	0	-5	0	-5	-11	0
2021_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

SUL

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	8	7	12	6	22	4	24	9	33	0	0	0	0	0	0
2018_2	8	7	12	6	22	4	24	9	33	11	0	0	0	0	0
2019_1	4	2	6	5	21	4	24	9	33	11	16	0	0	0	0
2019_2	2	2	5	4	20	3	24	9	33	11	16	8	0	0	0
2020_1	1	1	4	3	14	3	24	8	30	10	16	8	9	0	0
2020_2	0	1	3	2	8	2	24	7	30	10	15	7	9	3	0
2021_1	1	0	3	2	5	1	4	7	28	10	14	7	8	3	29
2021_2	1	0	2	1	3	1	2	6	27	9	14	7	8	3	27

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-50	-71	-50	-17	-5	0	0	0	0	0	0	0	0	0	0
2019_2	-50	0	-17	-20	-5	-25	0	0	0	0	0	0	0	0	0
2020_1	-50	-50	-20	-25	-30	0	0	-11	-9	-9	0	0	0	0	0
2020_2	0	0	-25	-33	-43	-33	0	-12	0	0	-6	-12	0	0	0
2021_1	0	0	0	0	-38	-50	-83	0	-7	0	-7	0	-11	0	0
2021_2	0	0	-33	-50	-40	0	-50	-14	-4	-10	0	0	0	0	-7

SUL B

Per_base	1601	1602	1701	1702	1801	1802	1901	1902	2101
2018_1	1	1	3	4	5	0	0	0	0
2018_2	1	1	3	4	5	1	0	0	0
2019_1	1	1	3	4	5	1	1	0	0
2019_2	0	0	3	4	5	1	1	1	0
2020_1	0	0	3	4	4	1	1	1	0
2020_2	0	0	3	4	3	1	1	1	0
2021_1	0	0	2	4	2	1	1	1	3
2021_2	0	0	2	4	2	1	1	1	3

Valores em porcentagem

Per_base	1601	1602	1701	1702	1801	1802	1901	1902	2101
2018_2	0	0	0	0	0	0	0	0	0
2019_1	0	0	0	0	0	0	0	0	0
2019_2	0	0	0	0	0	0	0	0	0
2020_1	0	0	0	0	-20	0	0	0	0
2020_2	0	0	0	0	-25	0	0	0	0
2021_1	0	0	-33	0	-33	0	0	0	0
2021_2	0	0	0	0	0	0	0	0	0

Cinema

SP

Per_base	1901	1902	2001	2002	2101
2019_1	62	0	0	0	0
2019_2	58	30	0	0	0
2020_1	59	30	83	0	0
2020_2	59	28	79	28	0
2021_1	58	27	80	28	51
2021_2	54	27	81	28	51

Valores em porcentagem

Per_base	1901	1902	2001	2002	2101
2019_2	-6	0	0	0	0
2020_1	2	0	0	0	0
2020_2	0	-7	-5	0	0
2021_1	-2	-4	1	0	0
2021_2	-7	0	1	0	0

RJ

Per_base	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	15	18	22	35	21	43	0	0	0	0	0	0
2018_2	15	18	22	35	21	43	23	0	0	0	0	0
2019_1	15	18	22	33	20	43	23	26	0	0	0	0
2019_2	4	18	21	32	19	43	22	23	22	0	0	0
2020_1	4	9	20	32	20	40	21	24	22	45	0	0
2020_2	3	7	10	29	18	40	21	24	22	42	21	0
2021_1	1	5	2	10	13	37	21	24	22	42	21	37
2021_2	1	5	2	10	13	37	21	23	22	42	21	37

Valores em porcentagem

Per_base	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	0	0	0	-6	-5	0	0	0	0	0	0	0
2019_2	-73	0	-5	-3	-5	0	-4	-12	0	0	0	0
2020_1	0	-50	-5	0	5	-7	-5	4	0	0	0	0
2020_2	-25	-22	-50	-9	-10	0	0	0	0	-7	0	0
2021_1	-67	-29	-80	-66	-28	-7	0	0	0	0	0	0
2021_2	0	0	0	0	0	0	0	-4	0	0	0	0

Ciências Sociais e do Consumo

SP

Per_base	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	10	19	17	32	20	41	0	0	0	0	0	0
2018_2	10	19	17	32	20	41	19	0	0	0	0	0
2019_1	10	19	17	32	19	40	16	45	0	0	0	0
2019_2	4	18	17	32	18	39	14	43	25	0	0	0
2020_1	1	11	15	31	17	39	14	41	25	42	0	0
2020_2	1	8	4	31	17	39	15	40	25	40	17	0
2021_1	0	5	0	10	16	37	15	41	24	41	16	26
2021_2	0	5	0	5	4	36	14	41	23	41	16	26

Valores em porcentagem

Per_base	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	0	0	0	0	-5	-2	-16	0	0	0	0	0
2019_2	-60	-5	0	0	-5	-3	-12	-4	0	0	0	0
2020_1	-75	-39	-12	-3	-6	0	0	-5	0	0	0	0
2020_2	0	-27	-73	0	0	0	7	-2	0	-5	0	0
2021_1	0	-38	0	-68	-6	-5	0	2	-4	2	-6	0
2021_2	0	0	0	-50	-75	-3	-7	0	-4	0	0	0

Comunicação e Publicidade

SP

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	21	70	242	199	208	228	237	238	247	0	0	0	0	0	0
2018_2	21	70	242	199	208	228	237	238	247	228	0	0	0	0	0
2019_1	14	28	81	196	206	227	235	238	245	228	262	0	0	0	0
2019_2	9	20	28	52	206	225	233	235	237	224	259	300	0	0	0
2020_1	7	18	19	31	128	218	229	233	232	221	260	282	326	0	0
2020_2	3	11	12	12	24	85	228	226	230	214	257	288	320	251	0
2021_1	0	7	8	9	7	42	92	211	226	212	254	283	320	247	361
2021_2	0	0	5	6	6	23	31	71	219	205	248	279	314	245	359

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-33	-60	-67	-2	-1	0	-1	0	-1	0	0	0	0	0	0
2019_2	-36	-29	-65	-73	0	-1	-1	-1	-3	-2	-1	0	0	0	0
2020_1	-22	-10	-32	-40	-38	-3	-2	-1	-2	-1	0	-6	0	0	0
2020_2	-57	-39	-37	-61	-81	-61	0	-3	-1	-3	-1	2	-2	0	0
2021_1	0	-36	-33	-25	-71	-51	-60	-7	-2	-1	-1	-2	0	-2	0
2021_2	0	0	-38	-33	-14	-45	-66	-66	-3	-3	-2	-1	-2	-1	-1

RJ

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	36	23	113	60	130	64	122	64	107	0	0	0	0	0	0
2018_2	36	23	113	60	130	64	122	64	107	80	0	0	0	0	0
2019_1	31	11	32	58	126	62	118	62	107	78	129	0	0	0	0
2019_2	23	11	24	26	123	62	118	61	107	76	125	82	0	0	0
2020_1	17	9	11	11	50	60	118	61	102	73	126	82	131	0	0
2020_2	10	5	9	10	28	31	115	61	101	71	126	82	125	48	0
2021_1	6	1	3	4	12	16	40	50	91	70	123	82	127	45	132
2021_2	6	1	3	4	12	16	40	50	91	70	122	82	127	45	132

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-14	-52	-72	-3	-3	-3	-3	-3	0	-3	0	0	0	0	0
2019_2	-26	0	-25	-55	-2	0	0	-2	0	-3	-3	0	0	0	0
2020_1	-26	-18	-54	-58	-59	-3	0	0	-5	-4	1	0	0	0	0
2020_2	-41	-44	-18	-9	-44	-48	-3	0	-1	-3	0	0	-5	0	0
2021_1	-40	-80	-67	-60	-57	-48	-65	-18	-10	-1	-2	0	2	-6	0
2021_2	0	0	0	0	0	0	0	0	0	0	-1	0	0	0	0

SUL A

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	8	5	46	7	33	8	23	5	40	0	0	0	0	0	0
2018_2	8	5	46	7	33	8	23	5	40	9	0	0	0	0	0
2019_1	7	1	33	6	33	8	23	5	39	9	33	0	0	0	0
2019_2	7	2	30	5	33	8	23	5	39	9	33	12	0	0	0
2020_1	0	1	14	3	11	8	22	5	35	9	33	10	31	0	0
2020_2	0	0	9	2	10	5	22	5	36	9	32	11	31	14	0
2021_1	1	0	10	1	4	4	10	4	32	9	30	11	29	14	29
2021_2	0	0	9	2	2	4	8	1	30	9	28	8	30	14	28

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-12	-80	-28	-14	0	0	0	0	-3	0	0	0	0	0	0
2019_2	0	100	-9	-17	0	0	0	0	0	0	0	0	0	0	0
2020_1	0	-50	-53	-40	-67	0	-4	0	-10	0	0	-17	0	0	0
2020_2	0	0	-36	-33	-9	-38	0	0	3	0	-3	10	0	0	0
2021_1	-86	0	11	-50	-60	-20	-55	-20	-11	0	-6	0	-6	0	0
2021_2	0	0	-10	100	-50	0	-20	-75	-6	0	-7	-27	3	0	-3

SUL B

Per_base	1801	1802	1901	2001	2002	2101
2018_1	4	0	0	0	0	0
2018_2	4	1	0	0	0	0
2019_1	3	1	4	0	0	0
2019_2	4	1	4	0	0	0
2020_1	4	1	3	1	0	0
2020_2	4	1	3	1	1	0
2021_1	4	0	1	1	1	5
2021_2	4	0	2	1	1	5

Valores em porcentagem

Per_base	1801	1802	1901	2001	2002	2101
2018_2	0	0	0	0	0	0
2019_1	-25	0	0	0	0	0
2019_2	33	0	0	0	0	0
2020_1	0	0	-25	0	0	0
2020_2	0	0	0	0	0	0
2021_1	0	0	-67	0	0	0
2021_2	0	0	100	0	0	0

Design

SP

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	7	7	43	13	51	13	60	16	63	0	0	0	0	0	0
2018_2	7	7	43	13	51	13	60	16	63	34	0	0	0	0	0
2019_1	5	2	16	13	50	13	56	16	62	33	75	0	0	0	0
2019_2	4	0	9	8	50	13	54	16	57	32	70	22	0	0	0
2020_1	4	0	1	4	19	13	52	16	54	28	70	20	61	0	0
2020_2	3	0	1	4	8	5	48	16	54	28	67	21	60	23	0
2021_1	0	0	1	2	7	5	26	14	55	26	67	20	60	23	78
2021_2	0	0	1	2	4	4	9	5	48	26	65	20	59	23	78

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-29	-71	-63	0	-2	0	-7	0	-2	-3	0	0	0	0	0
2019_2	-20	0	-44	-38	0	0	-4	0	-8	-3	-7	0	0	0	0
2020_1	0	0	-89	-50	-62	0	-4	0	-5	-12	0	-9	0	0	0
2020_2	-25	0	0	0	-58	-62	-8	0	0	0	-4	5	-2	0	0
2021_1	0	0	0	-50	-12	0	-46	-12	2	-7	0	-5	0	0	0
2021_2	0	0	0	0	-43	-20	-65	-64	-13	0	-3	0	-2	0	0

RJ

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	7	16	29	17	27	27	34	21	33	0	0	0	0	0	0
2018_2	7	16	29	17	27	27	34	21	33	38	0	0	0	0	0
2019_1	7	11	16	17	27	27	34	20	32	37	44	0	0	0	0
2019_2	5	9	15	15	27	27	34	19	32	36	43	35	0	0	0
2020_1	4	7	13	15	19	27	32	19	29	35	42	33	43	0	0
2020_2	2	7	10	10	16	25	32	18	29	33	39	33	43	22	0
2021_1	1	3	4	6	11	15	15	17	27	31	38	32	41	20	40
2021_2	1	3	4	6	11	15	15	17	27	31	38	32	41	20	40

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	0	-31	-45	0	0	0	0	-5	-3	-3	0	0	0	0	0
2019_2	-29	-18	-6	-12	0	0	0	-5	0	-3	-2	0	0	0	0
2020_1	-20	-22	-13	0	-30	0	-6	0	-9	-3	-2	-6	0	0	0
2020_2	-50	0	-23	-33	-16	-7	0	-5	0	-6	-7	0	0	0	0
2021_1	-50	-57	-60	-40	-31	-40	-53	-6	-7	-6	-3	-3	-5	-9	0
2021_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

SUL A

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	8	3	26	4	29	8	30	5	31	0	0	0	0	0	0
2018_2	8	3	26	4	29	8	30	5	31	16	0	0	0	0	0
2019_1	4	3	19	4	29	8	30	5	31	16	21	0	0	0	0
2019_2	4	3	17	4	29	8	30	5	31	16	21	10	0	0	0
2020_1	2	2	8	2	20	8	28	5	29	13	19	10	30	0	0
2020_2	1	2	4	2	13	7	28	5	29	12	18	9	29	8	0
2021_1	1	2	3	2	10	6	20	5	28	13	18	9	28	8	26
2021_2	0	1	2	1	6	6	12	4	25	10	17	8	27	8	25

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-50	0	-27	0	0	0	0	0	0	0	0	0	0	0	0
2019_2	0	0	-11	0	0	0	0	0	0	0	0	0	0	0	0
2020_1	-50	-33	-53	-50	-31	0	-7	0	-6	-19	-10	0	0	0	0
2020_2	-50	0	-50	0	-35	-12	0	0	0	-8	-5	-10	-3	0	0
2021_1	0	0	-25	0	-23	-14	-29	0	-3	8	0	0	-3	0	0
2021_2	0	-50	-33	-50	-40	0	-40	-20	-11	-23	-6	-11	-4	0	-4

SUL B

Per_base	1601	1602	1701	1702	1801	1901
2018_1	5	3	6	4	4	0
2018_2	5	3	6	4	4	0
2019_1	5	3	6	4	4	1
2019_2	4	3	5	4	4	1
2020_1	5	3	4	4	4	1
2020_2	4	3	4	4	4	1
2021_1	3	2	3	4	3	1
2021_2	3	0	3	3	3	1

Valores em porcentagem

Per_base	1601	1602	1701	1702	1801	1901
2018_2	0	0	0	0	0	0
2019_1	0	0	0	0	0	0
2019_2	-20	0	-17	0	0	0
2020_1	25	0	-20	0	0	0
2020_2	-20	0	0	0	0	0
2021_1	-25	-33	-25	0	-25	0
2021_2	0	0	0	-25	0	0

Jornalismo

SP

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	6	9	38	10	37	20	46	20	49	0	0	0	0	0	0
2018_2	6	9	38	10	37	20	46	20	49	19	0	0	0	0	0
2019_1	6	5	6	10	36	20	45	19	49	19	53	0	0	0	0
2019_2	6	4	3	1	36	19	45	19	48	16	51	15	0	0	0
2020_1	6	4	2	0	11	19	45	19	47	14	51	15	62	0	0
2020_2	1	2	1	0	4	11	42	19	44	14	50	13	61	18	0
2021_1	0	1	1	0	2	4	12	17	44	14	50	14	62	18	34
2021_2	0	0	0	0	1	2	4	6	44	12	48	14	62	16	34

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	0	-44	-84	0	-3	0	-2	-5	0	0	0	0	0	0	0
2019_2	0	-20	-50	-90	0	-5	0	0	-2	-16	-4	0	0	0	0
2020_1	0	0	-33	0	-69	0	0	0	-2	-12	0	0	0	0	0
2020_2	-83	-50	-50	0	-64	-42	-7	0	-6	0	-2	-13	-2	0	0
2021_1	0	-50	0	0	-50	-64	-71	-11	0	0	0	8	2	0	0
2021_2	0	0	0	0	-50	-50	-67	-65	0	-14	-4	0	0	-11	0

RJ

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	5	7	10	7	14	21	27	15	27	0	0	0	0	0	0
2018_2	5	7	10	7	14	21	27	15	27	20	0	0	0	0	0
2019_1	3	4	5	7	14	20	26	15	27	20	34	0	0	0	0
2019_2	3	3	5	5	13	19	25	15	27	20	32	22	0	0	0
2020_1	2	2	1	1	6	18	24	15	26	20	34	19	44	0	0
2020_2	2	1	1	1	3	16	24	15	26	20	34	20	44	21	0
2021_1	1	1	0	0	0	4	8	14	23	20	34	19	43	20	34
2021_2	1	1	0	0	0	4	8	14	23	20	34	19	43	20	34

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-40	-43	-50	0	0	-5	-4	0	0	0	0	0	0	0	0
2019_2	0	-25	0	-29	-7	-5	-4	0	0	0	-6	0	0	0	0
2020_1	-33	-33	-80	-80	-54	-5	-4	0	-4	0	6	-14	0	0	0
2020_2	0	-50	0	0	-50	-11	0	0	0	0	0	5	0	0	0
2021_1	-50	0	0	0	0	-75	-67	-7	-12	0	0	-5	-2	-5	0
2021_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

SUL A

Per_base	1401	1402	1501	1502	1601	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	2	2	6	4	12	6	3	8	0	0	0	0	0	0
2018_2	2	2	6	4	12	6	3	8	6	0	0	0	0	0
2019_1	0	1	2	3	12	6	3	7	5	14	0	0	0	0
2019_2	0	1	2	3	12	6	3	7	5	14	8	0	0	0
2020_1	0	0	0	1	5	5	3	7	5	13	8	12	0	0
2020_2	0	0	0	1	2	5	3	7	5	13	7	11	5	0
2021_1	0	0	0	0	1	1	3	7	5	13	7	10	5	16
2021_2	0	0	0	0	1	1	2	7	5	13	7	9	5	16

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	0	-50	-67	-25	0	0	0	-12	-17	0	0	0	0	0
2019_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2020_1	0	0	0	-67	-58	-17	0	0	0	-7	0	0	0	0
2020_2	0	0	0	0	-60	0	0	0	0	0	-12	-8	0	0
2021_1	0	0	0	0	-50	-80	0	0	0	0	0	-9	0	0
2021_2	0	0	0	0	0	0	-33	0	0	0	0	-10	0	0

SUL B

Per_base	1601	1701	1801	2001	2002	2101
2018_1	1	1	3	0	0	0
2018_2	1	1	3	0	0	0
2019_1	1	1	3	0	0	0
2019_2	1	1	3	0	0	0
2020_1	1	0	3	2	0	0
2020_2	1	0	3	2	2	0
2021_1	1	0	3	2	2	1
2021_2	0	1	2	2	2	1

Valores em porcentagem

Per_base	1601	1701	1801	2001	2002	2101
2018_2	0	0	0	0	0	0
2019_1	0	0	0	0	0	0
2019_2	0	0	0	0	0	0
2020_1	0	0	0	0	0	0
2020_2	0	0	0	0	0	0
2021_1	0	0	0	0	0	0
2021_2	0	0	-33	0	0	0

Relações Internacionais

SP

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	16	7	97	24	71	37	88	37	90	0	0	0	0	0	0
2018_2	16	7	97	24	71	37	88	37	90	45	0	0	0	0	0
2019_1	6	3	47	23	69	37	88	36	89	45	131	0	0	0	0
2019_2	4	2	24	13	69	36	87	36	87	45	125	48	0	0	0
2020_1	3	1	14	7	26	35	86	35	83	45	125	47	149	0	0
2020_2	2	0	9	5	13	14	83	34	81	44	123	47	141	51	0
2021_1	0	0	5	3	4	3	29	31	81	43	121	46	141	50	132
2021_2	0	0	3	3	3	3	14	11	78	41	118	46	140	50	129

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-62	-57	-52	-4	-3	0	0	-3	-1	0	0	0	0	0	0
2019_2	-33	-33	-49	-43	0	-3	-1	0	-2	0	-5	0	0	0	0
2020_1	-25	-50	-42	-46	-62	-3	-1	-3	-5	0	0	-2	0	0	0
2020_2	-33	0	-36	-29	-50	-60	-3	-3	-2	-2	-2	0	-5	0	0
2021_1	0	0	-44	-40	-69	-79	-65	-9	0	-2	-2	-2	0	-2	0
2021_2	0	0	-40	0	-25	0	-52	-65	-4	-5	-2	0	-1	0	-2

SUL

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	21	3	37	9	21	3	19	4	24	0	0	0	0	0	0
2018_2	21	3	37	9	21	3	19	4	24	8	0	0	0	0	0
2019_1	16	1	21	9	20	3	18	4	24	8	23	0	0	0	0
2019_2	8	1	12	7	20	3	18	4	23	8	23	11	0	0	0
2020_1	3	0	8	5	13	2	17	3	21	8	22	10	21	0	0
2020_2	3	0	3	3	10	2	17	3	21	7	21	10	21	12	0
2021_1	3	0	1	3	6	1	14	3	18	7	20	10	21	12	20
2021_2	2	0	2	2	2	0	6	3	18	6	19	9	20	12	17

Valores em porcentagem

Per_base	1401	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-24	-67	-43	0	-5	0	-5	0	0	0	0	0	0	0	0
2019_2	-50	0	-43	-22	0	0	0	0	-4	0	0	0	0	0	0
2020_1	-62	0	-33	-29	-35	-33	-6	-25	-9	0	-4	-9	0	0	0
2020_2	0	0	-62	-40	-23	0	0	0	0	-12	-5	0	0	0	0
2021_1	0	0	-67	0	-40	-50	-18	0	-14	0	-5	0	0	0	0
2021_2	-33	0	100	-33	-67	0	-57	0	0	-14	-5	-10	-5	0	-15

SUL B

Per_base	1601	1602	1701	1801	2001	2101
2018_1	2	1	5	5	0	0
2018_2	2	1	5	5	0	0
2019_1	2	0	5	5	0	0
2019_2	2	1	5	5	0	0
2020_1	2	1	5	5	2	0
2020_2	2	1	5	5	2	0
2021_1	1	1	4	4	2	1
2021_2	0	1	3	3	2	1

Valores em porcentagem

Per_base	1601	1602	1701	1801	2001	2101
2018_2	0	0	0	0	0	0
2019_1	0	0	0	0	0	0
2019_2	0	0	0	0	0	0
2020_1	0	0	0	0	0	0
2020_2	0	0	0	0	0	0
2021_1	-50	0	-20	-20	0	0
2021_2	0	0	-25	-25	0	0

Tech

SP

Per_base	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_1	5	23	9	17	7	21	10	26	0	0	0	0	0	0
2018_2	5	23	9	17	7	21	10	26	14	0	0	0	0	0
2019_1	2	5	9	17	7	21	9	26	14	44	0	0	0	0
2019_2	2	1	3	17	7	21	8	24	14	42	26	0	0	0
2020_1	2	1	2	17	7	21	8	24	14	43	24	41	0	0
2020_2	2	0	1	3	1	21	8	24	14	42	20	40	8	0
2021_1	1	0	1	1	0	5	8	23	13	40	21	39	8	38
2021_2	1	0	0	1	0	1	1	22	13	40	21	37	8	37

Valores em porcentagem

Per_base	1402	1501	1502	1601	1602	1701	1702	1801	1802	1901	1902	2001	2002	2101
2018_2	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2019_1	-60	-78	0	0	0	0	-10	0	0	0	0	0	0	0
2019_2	0	-80	-67	0	0	0	-11	-8	0	-5	0	0	0	0
2020_1	0	0	-33	0	0	0	0	0	0	2	-8	0	0	0
2020_2	0	0	-50	-82	-86	0	0	0	0	-2	-17	-2	0	0
2021_1	-50	0	0	-67	0	-76	0	-4	-7	-5	5	-3	0	0
2021_2	0	0	0	0	0	-80	-88	-4	0	0	0	-5	0	-3

Análise dos Coeficientes de Rendimento

Para este resultado foram analisados as Notas e Faltas dos estudantes de todas as unidades da ESPM e realizados cálculos com vistas e identificar o CR médio e a Frequência média dos estudantes de cada um dos referidos cursos.

Por curso

Por tipo de ingresso

Por rede do colégio

Por cor - raça

Por Gênero

Análise dos resultados referentes aos status

Estudantes que estão em todos os parâmetros.

Total de períodos cursados.